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Siyuan Wang

41 papers · 2018–2026 · 10 conferences · across top CS/AI conferences

Achievements

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+13 more ↓ 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (10) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (10)
🌍 Conference Polyglot (10) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (3) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (22) 🌱 Topic Pioneer 🧬 Topic Evolution πŸ’Ž Century Club (35) πŸ”₯ Unstoppable (9) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (192) ❓ The Questioner (2) ⚑ Prolific Year (5)

Conferences

ACL (12) EMNLP (9) COLING (6) AAAI (4) NAACL (4) INTERSPEECH (2) ICCV (1) ICML (1) IJCAI (1) WACV (1)

Papers

OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion AAAI 2026 Interleaved Latent Visual Reasoning with Selective Perceptual Modeling ACL 2026 MAGNET: Towards Adaptive GUI Agents with Memory-Driven Knowledge Evolution ACL 2026 Rethinking Real Image Editing: Unleashing Diverse Editing Operators via Multi-Objective Optimization WACV 2026 AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs ACL 2026 Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments ACL 2026 Simple-VGC: Enhancing Visual Grounding in Multimodal Reasoning via Adaptive Tool Composition ACL 2026 Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation COLING 2025 Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks AAAI 2025 HAF-RM: A Hybrid Alignment Framework for Reward Model Training ACL 2025 Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025 Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time EMNLP 2025 Stepwise Informativeness Search for Improving LLM Reasoning EMNLP 2025 How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation EMNLP 2025 DLFR-Gen: Diffusion-based Video Generation with Dynamic Latent Frame Rate ICCV 2025 LongRoPE2: Near-Lossless LLM Context Window Scaling ICML 2025 Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction NAACL 2025 In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search EMNLP 2024 Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization COLING 2024 Enhance Sketch Recognition’s Explainability via Semantic Component-Level Parsing AAAI 2024 From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking EMNLP 2024 Symbolic Working Memory Enhances Language Models for Complex Rule Application EMNLP 2024 ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024 Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs ACL 2024 Fine-grained Medical Vision-Language Representation Learning for Radiology Report Generation EMNLP 2023 A Self-training Framework for Automated Medical Report Generation EMNLP 2023 Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023 Task-Agnostic Structured Pruning of Speech Representation Models INTERSPEECH 2023 DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model INTERSPEECH 2023 Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval NAACL 2022 A Structure-Aware Argument Encoder for Literature Discourse Analysis COLING 2022 Analytical Reasoning of Text NAACL 2022 Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING 2022 Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022 Mask Attention Networks: Rethinking and Strengthen Transformer NAACL 2021 TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning IJCAI 2021 PathQG: Neural Question Generation from Facts EMNLP 2020 An Enhanced Knowledge Injection Model for Commonsense Generation COLING 2020 Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning ACL 2019 A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation AAAI 2019 A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators COLING 2018